Deep Q-Learning With Gradient Target Tracking.

Donghwan Lee Donghwan Lee 0001 Ewha Womans University, Department of Statistics, Seoul, South Korea Seoul National Univerisity, Department of Statistics, South Korea https://orcid.org/0000-0002-3878-6876 https://www.wikidata.org/entity/Q40477950 https://www.scopus.com/authid/detail.uri?authorId=56434427300 Donghwan Lee 0002 이동환 KAIST, Department of Electrical Engineering, Daejeon, South Korea University of Illinois at Urbana-Champaign, Department of Mechanical Science and Engineering, Champaign, IL, USA Purdue University, Department of Electrical and Computer Engineering, West Lafayette, IN, USA https://ieeexplore.ieee.org/author/37406591100 Donghwan Lee 0003 KAIST, Daejeon, South Korea

Bumgeun Park Taeho Lee Donghwan Lee Deep Q-Learning With Gradient Target Tracking. 2026 29648-29673 14 IEEE Access https://doi.org/10.1109/ACCESS.2026.3660851 db/journals/access/access14.html#ParkLL26 streams/journals/access

Yara Quilles-Marinho Donghwan Lee Ricardo C. L. F. Oliveira Pedro L. D. Peres Regional Stabilization and Estimation of Domains of Attraction for Discrete-Time T-S Fuzzy Systems via Fuzzy-modeled Membership Functions. 2026 March 843-857 34 IEEE Trans. Fuzzy Syst. 3 https://doi.org/10.1109/TFUZZ.2025.3650219 db/journals/tfs/tfs34.html#QuillesMarinhoLOP26 streams/journals/tfs

Han Jun Yoon Ashrith Reddy Thukkaraju Jin-Hee Cho Shou Matsumoto Jair Feldens Ferrari Paulo C. G. Costa Donghwan Lee Myung Kil Ahn iMIA: Assessing Mission Risk in Uncertain, Interdependent AI Systems. 2026 April 41:1-41:26 17 ACM Trans. Intell. Syst. Technol. 2 https://doi.org/10.1145/3779065 db/journals/tist/tist17.html#YoonTCMFCLA26 streams/journals/tist

Donghwan Lee Byeongjin Kim Geunhee Kim Hyukjin Kwon Nahyeon Maeng Wooju Kim MATANet: A Multi-context Attention and Taxonomy-Aware Network for Fine-Grained Underwater Recognition of Marine Species. 2026 January abs/2601.03729 CoRR https://doi.org/10.48550/arXiv.2601.03729 db/journals/corr/corr2601.html#abs-2601-03729 streams/journals/corr

Donghwan Lee Hyukjun Yang Analysis of Control Bellman Residual Minimization for Markov Decision Problem. 2026 January abs/2601.18840 CoRR https://doi.org/10.48550/arXiv.2601.18840 db/journals/corr/corr2601.html#abs-2601-18840 streams/journals/corr

Hyukjun Yang Han-Dong Lim Donghwan Lee Periodic Regularized Q-Learning. 2026 February abs/2602.03301 CoRR https://doi.org/10.48550/arXiv.2602.03301 db/journals/corr/corr2602.html#abs-2602-03301 streams/journals/corr

Taeho Lee Donghwan Lee Taming the Adversary: Stable Minimax Deep Deterministic Policy Gradient via Fractional Objectives. 2026 March abs/2603.12110 CoRR https://doi.org/10.48550/arXiv.2603.12110 db/journals/corr/corr2603.html#abs-2603-12110 streams/journals/corr

Heechan Chung Yeeun Im Jongchan Park Taeho Lee Tae-Young Kim Hyungjun Kim Donghwan Lee Power Consumption Optimization of GPU Server With Offline Reinforcement Learning. 85826-85837 2025 13 IEEE Access https://doi.org/10.1109/ACCESS.2025.3569803 db/journals/access/access13.html#ChungIPLKKL25 streams/journals/access

Yara Quilles-Marinho Donghwan Lee Ricardo C. L. F. Oliveira Pedro L. D. Peres Harnessing Membership Function Dynamics for Local Stability Analysis and Estimation of Domains of Attraction for Discrete-Time T-S Fuzzy Systems. 1039-1044 2025 9 IEEE Control. Syst. Lett. https://doi.org/10.1109/LCSYS.2025.3578924 db/journals/csysl/csysl9.html#MarinhoLOP25 streams/journals/csysl

Narim Jeong Donghwan Lee Unified finite-time error analysis of soft Q-learning. 129582 2025 626 Neurocomputing https://doi.org/10.1016/j.neucom.2025.129582 db/journals/ijon/ijon626.html#JeongL25 streams/journals/ijon

Han Jun Yoon Ashrith Reddy Thukkaraju Shou Matsumoto Jair Feldens Ferrari Donghwan Lee Myung Kil Ahn Paulo Costa 0003 Jin-Hee Cho Subjective-Bayesian-Network-Based Interdependent Mission Impact Assessment With Game-Theoretic Attack-Defense Interactions. 6548-6562 2025 March 12 IEEE Internet Things J. 6 https://doi.org/10.1109/JIOT.2024.3492710 db/journals/iotj/iotj12.html#YoonTMFLACC25 streams/journals/iotj

Donghwan Lee Wonjun Lee 0001 Return to Dilemma: A Novel Block Withholding Attack on PoW-Based Blockchains. 4141-4152 2025 December 12 IEEE Trans. Comput. Soc. Syst. 6 https://doi.org/10.1109/TCSS.2025.3556866 db/journals/tcss/tcss12.html#LeeL25 streams/journals/tcss

Kanwal Naveed Wajahat Hussain Irfan Hussain Donghwan Lee Muhammad Latif Anjum Help Me Through: Imitation Learning Based Active View Planning to Avoid SLAM Tracking Failures. 4236-4252 2025 41 IEEE Trans. Robotics https://doi.org/10.1109/TRO.2025.3582817 db/journals/trob/trob41.html#NaveedHHLA25 streams/journals/trob

Yara Quilles-Marinho Donghwan Lee Ricardo C. L. F. Oliveira Pedro L. D. Peres Harnessing membership function dynamics for output-feedback stabilization of T-S fuzzy systems. 1-6 2025 FUZZ https://doi.org/10.1109/FUZZ62266.2025.11152283 conf/fuzzIEEE/2025 db/conf/fuzzIEEE/fuzzIEEE2025.html#MarinhoLOP25 streams/conf/fuzzIEEE Jinwoo Kim Hayeon O Youngmin Oh Kyounghwan An Donghwan Lee SADWA: Fine-Grained Weather Awareness with Vision-Language Models for Seamless Autonomous Driving in Real Time. ICCVW 2025 832-841 conf/iccv/2025w https://doi.org/10.1109/ICCVW69036.2025.00091 db/conf/iccv/iccv2025w.html#KimOOAL25 streams/conf/iccv Junhyun Park Chanyu Moon Donghwan Lee Kyungsu Kim Minho Hwang OFF-CLIP: Improving Normal Detection Confidence in Radiology CLIP with Simple Off-Diagonal Term Auto-adjustment. 379-389 2025 MICCAI (7) https://doi.org/10.1007/978-3-032-04981-0_36 conf/miccai/2025-7 db/conf/miccai/miccai2025-7.html#ParkMLKH25 streams/conf/miccai

Taeho Lee Donghwan Lee Robust Deterministic Policy Gradient for Disturbance Attenuation and Its Application to Quadrotor Control. 2025 February abs/2502.21057 CoRR https://doi.org/10.48550/arXiv.2502.21057 db/journals/corr/corr2502.html#abs-2502-21057 streams/journals/corr

Junhyun Park Chanyu Moon Donghwan Lee Kyungsu Kim Minho Hwang OFF-CLIP: Improving Normal Detection Confidence in Radiology CLIP with Simple Off-Diagonal Term Auto-Adjustment. 2025 March abs/2503.01794 CoRR https://doi.org/10.48550/arXiv.2503.01794 db/journals/corr/corr2503.html#abs-2503-01794 streams/journals/corr

Donghwan Lee Bum Geun Park Taeho Lee Deep Q-Learning with Gradient Target Tracking. 2025 March abs/2503.16700 CoRR https://doi.org/10.48550/arXiv.2503.16700 db/journals/corr/corr2503.html#abs-2503-16700 streams/journals/corr

Jongchan Park Mingyu Park Donghwan Lee Pretraining a Shared Q-Network for Data-Efficient Offline Reinforcement Learning. 2025 May abs/2505.05701 CoRR https://doi.org/10.48550/arXiv.2505.05701 db/journals/corr/corr2505.html#abs-2505-05701 streams/journals/corr

Donghwan Lee Hyukjun Yang Bum Geun Park Analysis of approximate linear programming solution to Markov decision problem with log barrier function. 2025 September abs/2509.19800 CoRR https://doi.org/10.48550/arXiv.2509.19800 db/journals/corr/corr2509.html#abs-2509-19800 streams/journals/corr

Bumgeun Park Donghwan Lee Adaptive Policy Backbone via Shared Network. 2025 September abs/2509.22310 CoRR https://doi.org/10.48550/arXiv.2509.22310 db/journals/corr/corr2509.html#abs-2509-22310 streams/journals/corr

Suhyeon Lee 0008 Dieu-Huyen Nguyen Donghwan Lee (Im)possibility of Incentive Design for Challenge-based Blockchain Protocols. 2025 December abs/2512.20864 CoRR https://doi.org/10.48550/arXiv.2512.20864 db/journals/corr/corr2512.html#abs-2512-20864 streams/journals/corr

Sanghyun Jo Donghwan Lee Eunji Jung Seong Je Oh Kyungsu Kim EraseLoRA: MLLM-Driven Foreground Exclusion and Background Subtype Aggregation for Dataset-Free Object Removal. 2025 December abs/2512.21545 CoRR https://doi.org/10.48550/arXiv.2512.21545 db/journals/corr/corr2512.html#abs-2512-21545 streams/journals/corr

Yeongkyu Cho Donghwan Lee Youngjoo Hyun Wooju Kim Anomaly Detection via a Bottleneck Structure Robust to Noise in In-Distribution Samples. 130264-130270 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3400122 db/journals/access/access12.html#ChoLHK24 streams/journals/access

Donghwan Lee Donghwa Kim 0002 Myung Kil Ahn Seongkee Lee Bayesian Stackelberg game approach for cyber mission impact assessment. 299-305 2024 10 ICT Express 2 https://doi.org/10.1016/j.icte.2023.11.003 db/journals/ict-express/ict-express10.html#LeeKAL24

Donghwan Lee Lossless convexification and duality. 107084 2024 361 J. Frankl. Inst. 14 https://doi.org/10.1016/j.jfranklin.2024.107084 db/journals/jfi/jfi361.html#Lee24 streams/journals/jfi

Donghwan Lee Final Iteration Convergence Bound of Q-Learning: Switching System Approach. 4765-4772 2024 July 69 IEEE Trans. Autom. Control. 7 https://doi.org/10.1109/tac.2024.3355326 https://www.wikidata.org/entity/Q129773425 db/journals/tac/tac69.html#Lee24 streams/journals/tac

Narim Jeong Donghwan Lee Finite-Time Error Analysis of Soft Q-Learning: Switching System Approach. 3897-3904 2024 CDC https://doi.org/10.1109/CDC56724.2024.10886530 conf/cdc/2024 db/conf/cdc/cdc2024.html#JeongL24 Jinwoo Kim Kyounghwan An Donghwan Lee RoSA Dataset: Road Construct Zone Segmentation for Autonomous Driving. 322-338 2024 ECCV Workshops (7) https://doi.org/10.1007/978-3-031-91767-7_22 conf/eccv/2024-w7 db/conf/eccv/eccv2024-w7.html#KimAL24 streams/conf/eccv Behrad Moniri Donghwan Lee Hamed Hassani Edgar Dobriban A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks. 2024 ICML https://proceedings.mlr.press/v235/moniri24a.html https://openreview.net/forum?id=TWu1fzFJm0 conf/icml/2024 db/conf/icml/icml2024.html#MoniriLHD24 36106-36159 Obin Kwon Dongki Jung Youngji Kim Soohyun Ryu Suyong Yeon Songhwai Oh Donghwan Lee WayIL: Image-based Indoor Localization with Wayfinding Maps. 6274-6281 2024 ICRA https://doi.org/10.1109/ICRA57147.2024.10610480 conf/icra/2024 db/conf/icra/icra2024.html#KwonJKRYOL24 Kanwal Naveed Muhammad Latif Anjum Wajahat Hussain Donghwan Lee Deeper Introspective SLAM: How to Avoid Tracking Failures Over Longer Routes? 635-641 2024 IROS https://doi.org/10.1109/IROS58592.2024.10801911 conf/iros/2024 db/conf/iros/iros2024.html#NaveedAHL24 Han Jun Yoon Ashrith Reddy Thukkaraju Shou Matsumoto Jair Feldens Ferrari Donghwan Lee Myung Kil Ahn Paulo C. G. Costa Jin-Hee Cho iMIA: Interdependent Mission Impact Assessment Using Subjective Bayesian Networks. 1-7 2024 NOMS https://doi.org/10.1109/NOMS59830.2024.10575273 conf/noms/2024 db/conf/noms/noms2024.html#YoonTMFLACC24

Donghwan Lee Analysis of Off-Policy Multi-Step TD-Learning with Linear Function Approximation. 2024 abs/2402.15781 CoRR https://doi.org/10.48550/arXiv.2402.15781 db/journals/corr/corr2402.html#abs-2402-15781

Narim Jeong Donghwan Lee Finite-Time Error Analysis of Soft Q-Learning: Switching System Approach. 2024 abs/2403.06366 CoRR https://doi.org/10.48550/arXiv.2403.06366 db/journals/corr/corr2403.html#abs-2403-06366

Donghwan Lee Unified ODE Analysis of Smooth Q-Learning Algorithms. 2024 abs/2404.14442 CoRR https://doi.org/10.48550/arXiv.2404.14442 db/journals/corr/corr2404.html#abs-2404-14442

Donghwa Kim 0002 Myung Kil Ahn Seongkee Lee Donghwan Lee Moosung Park Dongkyoo Shin Improved Cyber Defense Modeling Framework for Modeling and Simulating the Lifecycle of Cyber Defense Activities. 114187-114200 2023 11 IEEE Access https://doi.org/10.1109/ACCESS.2023.3324901 db/journals/access/access11.html#KimALLPS23

Donghwan Lee Xinmeng Huang Hamed Hassani Edgar Dobriban T-Cal: An Optimal Test for the Calibration of Predictive Models. 335:1-335:72 2023 24 J. Mach. Learn. Res. http://jmlr.org/papers/v24/22-0320.html db/journals/jmlr/jmlr24.html#LeeHHD23

Donghwan Lee On Some Geometric Behavior of Value Iteration on the Orthant: Switching System Perspective. 4911-4916 2023 CDC https://doi.org/10.1109/CDC49753.2023.10383253 conf/cdc/2023 db/conf/cdc/cdc2023.html#Lee23a Jaehoon Choi Dongki Jung Taejae Lee Sangwook Kim Youngdong Jung Dinesh Manocha Donghwan Lee TMO: Textured Mesh Acquisition of Objects with a Mobile Device by using Differentiable Rendering. 16674-16684 2023 CVPR https://doi.org/10.1109/CVPR52729.2023.01600 conf/cvpr/2023 db/conf/cvpr/cvpr2023.html#ChoiJLKJML23 Shou Matsumoto Jair Feldens Ferrari Han Jun Yoon Ashrith Reddy Thukkaraju Donghwan Lee Myung Kil Ahn Jin-Hee Cho Paulo C. G. Costa Software-Friendly Subjective Bayesian Networks: Reasoning within a Software-Centric Mission Impact Assessment Framework. 1-8 2023 FUSION https://doi.org/10.23919/FUSION52260.2023.10224119 conf/fusion/2023 db/conf/fusion/fusion2023.html#MatsumotoFYTLACC23 Donghwan Lee Behrad Moniri Xinmeng Huang Edgar Dobriban Hamed Hassani Demystifying Disagreement-on-the-Line in High Dimensions. 19053-19093 2023 ICML https://proceedings.mlr.press/v202/lee23o.html conf/icml/2023 db/conf/icml/icml2023.html#LeeMHDH23 Ashrith Reddy Thukkaraju Han Jun Yoon Shou Matsumoto Jair Feldens Ferrari Donghwan Lee Myung Kil Ahn Paulo C. G. Costa Jin-Hee Cho Interdependent Mission Impact Assessment of an IoT System with Hypergame- heoretic Attack-Defense Behavior Modeling. 1-8 2023 MASCOTS https://doi.org/10.1109/MASCOTS59514.2023.10387597 conf/mascots/2023 db/conf/mascots/mascots2023.html#ThukkarajuYMFLACC23

Donghwan Lee Behrad Moniri Xinmeng Huang Edgar Dobriban Hamed Hassani Demystifying Disagreement-on-the-Line in High Dimensions. 2023 abs/2301.13371 CoRR https://doi.org/10.48550/arXiv.2301.13371 db/journals/corr/corr2301.html#abs-2301-13371

Jaehoon Choi Dongki Jung Taejae Lee Sangwook Kim Youngdong Jung Dinesh Manocha Donghwan Lee TMO: Textured Mesh Acquisition of Objects with a Mobile Device by using Differentiable Rendering. 2023 abs/2303.15060 CoRR https://doi.org/10.48550/arXiv.2303.15060 db/journals/corr/corr2303.html#abs-2303-15060

Donghwan Lee On Some Geometric Behavior of Value Iteration on the Orthant: Switching System Perspective. 2023 abs/2304.05597 CoRR https://doi.org/10.48550/arXiv.2304.05597 db/journals/corr/corr2304.html#abs-2304-05597

Donghwan Lee Finite-Time Analysis of Minimax Q-Learning for Two-Player Zero-Sum Markov Games: Switching System Approach. 2023 abs/2306.05700 CoRR https://doi.org/10.48550/arXiv.2306.05700 db/journals/corr/corr2306.html#abs-2306-05700

Xinmeng Huang Kan Xu Donghwan Lee Hamed Hassani Hamsa Bastani Edgar Dobriban Optimal Heterogeneous Collaborative Linear Regression and Contextual Bandits. 2023 abs/2306.06291 CoRR https://doi.org/10.48550/arXiv.2306.06291 db/journals/corr/corr2306.html#abs-2306-06291

Behrad Moniri Donghwan Lee Hamed Hassani Edgar Dobriban A Theory of Non-Linear Feature Learning with One Gradient Step in Two-Layer Neural Networks. 2023 abs/2310.07891 CoRR https://doi.org/10.48550/arXiv.2310.07891 db/journals/corr/corr2310.html#abs-2310-07891

Donghwan Lee Donghwa Kim 0002 Changwon Lee Myung Kil Ahn Wonjun Lee 0001 ICSTASY: An Integrated Cybersecurity Training System for Military Personnel. 62232-62246 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3182383 db/journals/access/access10.html#LeeKLAL22

Kookjin Kim Sukjoon Yoon Donghwan Lee Jisoo Jang Haengrok Oh Dongkyoo Shin Study on Prioritization of Actions by Classifying and Quantifying Cyber Operational Elements Using 5W1H Method. 74765-74778 2022 10 IEEE Access https://doi.org/10.1109/ACCESS.2022.3190530 db/journals/access/access10.html#KimYLJOS22

Kanwal Naveed Muhammad Latif Anjum Wajahat Hussain Donghwan Lee Deep introspective SLAM: deep reinforcement learning based approach to avoid tracking failure in visual SLAM. 705-724 2022 46 Auton. Robots 6 https://doi.org/10.1007/s10514-022-10046-9 db/journals/arobots/arobots46.html#NaveedAHL22

Simon Yusuf Enoch Chun Yong Moon Donghwan Lee Myung Kil Ahn Dong Seong Kim 0001 A practical framework for cyber defense generation, enforcement and evaluation. 108878 2022 208 Comput. Networks https://doi.org/10.1016/j.comnet.2022.108878 https://www.wikidata.org/entity/Q136265359 db/journals/cn/cn208.html#EnochMLAK22

Martin Humenberger Yohann Cabon Noé Pion Philippe Weinzaepfel Donghwan Lee Nicolas Guérin Torsten Sattler Gabriela Csurka Investigating the Role of Image Retrieval for Visual Localization. 1811-1836 2022 130 Int. J. Comput. Vis. 7 https://doi.org/10.1007/s11263-022-01615-7 https://www.wikidata.org/entity/Q114223059 db/journals/ijcv/ijcv130.html#HumenbergerCPWL22

Suhyeon Lee 0001 Donghwan Lee Seungjoo Kim Block Double-Submission Attack: Block Withholding Can Be Self-Destructive. 232-243 2022 AFT https://doi.org/10.1145/3558535.3559787 https://www.wikidata.org/entity/Q131110487 conf/aft/2022 db/conf/aft/aft2022.html#0001LK22 Jaehoon Choi Dongki Jung Yonghan Lee 0001 Deokhwa Kim Dinesh Manocha Donghwan Lee SelfTune: Metrically Scaled Monocular Depth Estimation through Self-Supervised Learning. 6511-6518 2022 ICRA https://doi.org/10.1109/ICRA46639.2022.9811639 conf/icra/2022 db/conf/icra/icra2022.html#ChoiJLKML22 Hyungtae Lim Suyong Yeon Soo-Hyun Ryu Yonghan Lee 0001 Youngji Kim Jaeseong Yun Euigon Jung Donghwan Lee Hyun Myung A Single Correspondence Is Enough: Robust Global Registration to Avoid Degeneracy in Urban Environments. 8010-8017 2022 ICRA https://doi.org/10.1109/ICRA46639.2022.9812018 conf/icra/2022 db/conf/icra/icra2022.html#LimYRLKYJLM22 Xinmeng Huang Donghwan Lee Edgar Dobriban Hamed Hassani Collaborative Learning of Discrete Distributions under Heterogeneity and Communication Constraints. 2022 conf/nips/2022 NeurIPS http://papers.nips.cc/paper_files/paper/2022/hash/cf326db238429dac58625977f6fb8265-Abstract-Conference.html db/conf/nips/neurips2022.html#HuangLDH22

Donghwan Lee Xinmeng Huang Hamed Hassani Edgar Dobriban T-Cal: An optimal test for the calibration of predictive models. 2022 abs/2203.01850 CoRR https://doi.org/10.48550/arXiv.2203.01850 db/journals/corr/corr2203.html#abs-2203-01850

Jaehoon Choi Dongki Jung Yonghan Lee 0001 Deokhwa Kim Dinesh Manocha Donghwan Lee SelfTune: Metrically Scaled Monocular Depth Estimation through Self-Supervised Learning. 2022 abs/2203.05332 CoRR https://doi.org/10.48550/arXiv.2203.05332 db/journals/corr/corr2203.html#abs-2203-05332

Hyungtae Lim Suyong Yeon Soo-Hyun Ryu Yonghan Lee 0001 Youngji Kim Jaeseong Yun Euigon Jung Donghwan Lee Hyun Myung A Single Correspondence Is Enough: Robust Global Registration to Avoid Degeneracy in Urban Environments. 2022 abs/2203.06612 CoRR https://doi.org/10.48550/arXiv.2203.06612 db/journals/corr/corr2203.html#abs-2203-06612

Martin Humenberger Yohann Cabon Noé Pion Philippe Weinzaepfel Donghwan Lee Nicolas Guérin Torsten Sattler Gabriela Csurka Investigating the Role of Image Retrieval for Visual Localization - An exhaustive benchmark. 2022 abs/2205.15761 CoRR https://doi.org/10.48550/arXiv.2205.15761 db/journals/corr/corr2205.html#abs-2205-15761

Xinmeng Huang Donghwan Lee Edgar Dobriban Hamed Hassani Collaborative Learning of Distributions under Heterogeneity and Communication Constraints. 2022 abs/2206.00707 CoRR https://doi.org/10.48550/arXiv.2206.00707 db/journals/corr/corr2206.html#abs-2206-00707

Suhyeon Lee 0001 Donghwan Lee Seungjoo Kim Block Double-Submission Attack: Block Withholding Can Be Self-Destructive. 2022 abs/2208.05425 CoRR https://doi.org/10.48550/arXiv.2208.05425 db/journals/corr/corr2208.html#abs-2208-05425

Donghwan Lee Donghwa Kim 0002 Myung Kil Ahn Wonwoo Jang Wonjun Lee 0001 Cy-Through: Toward a Cybersecurity Simulation for Supporting Live, Virtual, and Constructive Interoperability. 10041-10053 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3051072 db/journals/access/access9.html#LeeKAJL21

Jaeil Lee Yongjoon Lee Donghwan Lee Hyukjin Kwon Dongkyoo Shin Classification of Attack Types and Analysis of Attack Methods for Profiling Phishing Mail Attack Groups. 80866-80872 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3084897 db/journals/access/access9.html#LeeLLKS21

Michael Bekele Maru Donghwan Lee Kassahun Demissie Tola Seunghee Park Comparison of Depth Camera and Terrestrial Laser Scanner in Monitoring Structural Deflections. 201 2021 21 Sensors 1 https://doi.org/10.3390/s21010201 https://www.wikidata.org/entity/Q104743681 db/journals/sensors/sensors21.html#MaruLTP21

Jinsoo Kim Donghwan Lee Jaejoon Hwang Sunghoon Hong Dongil Shin Dongkyoo Shin Wireless Sensor Network (WSN) Configuration Method to Increase Node Energy Efficiency through Clustering and Location Information. 390 2021 13 Symmetry 3 https://doi.org/10.3390/sym13030390 db/journals/symmetry/symmetry13.html#KimLHHSS21

Donghwan Lee Soo-Hyun Ryu Suyong Yeon Yonghan Lee 0001 Deokhwa Kim Cheolho Han Yohann Cabon Philippe Weinzaepfel Nicolas Guérin Gabriela Csurka Martin Humenberger Large-Scale Localization Datasets in Crowded Indoor Spaces. 3227-3236 2021 CVPR https://openaccess.thecvf.com/content/CVPR2021/html/Lee_Large-Scale_Localization_Datasets_in_Crowded_Indoor_Spaces_CVPR_2021_paper.html https://doi.org/10.1109/CVPR46437.2021.00324 conf/cvpr/2021 db/conf/cvpr/cvpr2021.html#LeeRYLKHCWGCH21 Dongki Jung Jaehoon Choi Yonghan Lee 0001 Deokhwa Kim Changick Kim Dinesh Manocha Donghwan Lee DnD: Dense Depth Estimation in Crowded Dynamic Indoor Scenes. 12777-12787 2021 ICCV https://doi.org/10.1109/ICCV48922.2021.01256 conf/iccv/2021 db/conf/iccv/iccv2021.html#JungCLKKML21 Jaehoon Choi Dongki Jung Yonghan Lee 0001 Deokhwa Kim Dinesh Manocha Donghwan Lee SelfDeco: Self-Supervised Monocular Depth Completion in Challenging Indoor Environments. 467-474 2021 ICRA https://doi.org/10.1109/ICRA48506.2021.9560831 conf/icra/2021 db/conf/icra/icra2021.html#ChoiJLKML21 Taewon Yoo Hyewon Jeong Donghwan Lee Hyunggu Jung LectYS: A System for Summarizing Lecture Videos on YouTube. 90-92 2021 IUI Companion https://doi.org/10.1145/3397482.3450722 conf/iui/2021c db/conf/iui/iui2021c.html#YooJLJ21 Sang Jun Lee Deokhwa Kim Sung Soo Hwang Donghwan Lee Local to Global: Efficient Visual Localization for a Monocular Camera. 2230-2239 2021 WACV https://doi.org/10.1109/WACV48630.2021.00228 conf/wacv/2021 db/conf/wacv/wacv2021.html#LeeKHL21

Donghwan Lee Finite-Time Error Analysis of Asynchronous Q-Learning with Discrete-Time Switching System Models. 2021 abs/2102.08583 CoRR https://arxiv.org/abs/2102.08583 db/journals/corr/corr2102.html#abs-2102-08583

Donghwan Lee Soo-Hyun Ryu Suyong Yeon Yonghan Lee 0001 Deokhwa Kim Cheolho Han Yohann Cabon Philippe Weinzaepfel Nicolas Guérin Gabriela Csurka Martin Humenberger Large-scale Localization Datasets in Crowded Indoor Spaces. 2021 abs/2105.08941 CoRR https://arxiv.org/abs/2105.08941 db/journals/corr/corr2105.html#abs-2105-08941

Dongki Jung Jaehoon Choi Yonghan Lee 0001 Deokhwa Kim Changick Kim Dinesh Manocha Donghwan Lee DnD: Dense Depth Estimation in Crowded Dynamic Indoor Scenes. 2021 abs/2108.05615 CoRR https://arxiv.org/abs/2108.05615 db/journals/corr/corr2108.html#abs-2108-05615

Simon Yusuf Enoch Zhibin Huang Chun Yong Moon Donghwan Lee Myung Kil Ahn Dong Seong Kim 0001 HARMer: Cyber-Attacks Automation and Evaluation. 129397-129414 2020 8 IEEE Access https://doi.org/10.1109/ACCESS.2020.3009748 https://www.wikidata.org/entity/Q135316741 db/journals/access/access8.html#EnochHMLAK20

Michael Bekele Maru Donghwan Lee Gichun Cha Seunghee Park Beam Deflection Monitoring Based on a Genetic Algorithm Using Lidar Data. 2144 2020 20 Sensors 7 https://doi.org/10.3390/s20072144 https://www.wikidata.org/entity/Q91921627 db/journals/sensors/sensors20.html#MaruLCP20

Min Young Chang Suyong Yeon Soo-Hyun Ryu Donghwan Lee SpoxelNet: Spherical Voxel-based Deep Place Recognition for 3D Point Clouds of Crowded Indoor Spaces. 8564-8570 2020 IROS https://doi.org/10.1109/IROS45743.2020.9341549 conf/iros/2020 db/conf/iros/iros2020.html#ChangYRL20

Simon Yusuf Enoch Zhibin Huang Chun Yong Moon Donghwan Lee Myung Kil Ahn Dong Seong Kim 0001 HARMer: Cyber-attacks Automation and Evaluation. 2020 abs/2006.14352 CoRR https://arxiv.org/abs/2006.14352 db/journals/corr/corr2006.html#abs-2006-14352

Jaehoon Choi Dongki Jung Donghwan Lee Changick Kim Self-supervised Monocular Depth Estimation with Semantic-aware Depth Features. 2020 abs/2010.02893 CoRR https://arxiv.org/abs/2010.02893 db/journals/corr/corr2010.html#abs-2010-02893

Jaehoon Choi Dongki Jung Yonghan Lee 0001 Deokhwa Kim Dinesh Manocha Donghwan Lee SelfDeco: Self-Supervised Monocular Depth Completion in Challenging Indoor Environments. 2020 abs/2011.04977 CoRR https://arxiv.org/abs/2011.04977 db/journals/corr/corr2011.html#abs-2011-04977

Jung Hee Cheon Hyeongmin Choe Donghwan Lee Yongha Son Faster Linear Transformations in $\textsf{HElib}$ , Revisited. 50595-50604 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2911300 db/journals/access/access7.html#CheonCLS19

Hyung-Jin Yoon Donghwan Lee Naira Hovakimyan Hidden Markov Model Estimation-Based Q-learning for Partially Observable Markov Decision Process. 2366-2371 2019 ACC https://doi.org/10.23919/ACC.2019.8814849 conf/amcc/2019 db/conf/amcc/acc2019.html#YoonLH19 Donghwan Lee Hyung-Jin Yoon Naira Hovakimyan Primal-Dual Algorithm for Distributed Reinforcement Learning: Distributed GTD. 1967-1972 2018 CDC https://doi.org/10.1109/CDC.2018.8619839 conf/cdc/2018 db/conf/cdc/cdc2018.html#LeeYH18

Hyung-Jin Yoon Donghwan Lee Naira Hovakimyan Hidden Markov Model Estimation-Based Q-learning for Partially Observable Markov Decision Process. 2018 abs/1809.06401 CoRR http://arxiv.org/abs/1809.06401 db/journals/corr/corr1809.html#abs-1809-06401

Hyung-Jin Yoon Huaiyu Chen Kehan Long Heling Zhang Aditya Gahlawat Donghwan Lee Naira Hovakimyan Learning to Communicate: A Machine Learning Framework for Heterogeneous Multi-Agent Robotic Systems. 2018 abs/1812.05256 CoRR http://arxiv.org/abs/1812.05256 db/journals/corr/corr1812.html#abs-1812-05256

Heechai Kang Kyungho Ryu Dong-Hoon Jung Donghwan Lee Won Lee SuHo Kim JongRyun Choi Seong-Ook Jung Process Variation Tolerant All-Digital 90° Phase Shift DLL for DDR3 Interface. 2186-2196 2012 59-I IEEE Trans. Circuits Syst. I Regul. Pap. 10 https://doi.org/10.1109/TCSI.2012.2188943 db/journals/tcas/tcasI59.html#KangRJLLKCJ12

Jihye Lee Joohwan Chun Donghwan Lee MTF compensation algorithm based on blind deconvolution for high-resolution remote sensing satellite. 83990R 2012 Visual Information Processing https://doi.org/10.1117/12.920877 conf/spieVIP/2012 db/conf/spieVIP/spieVIP2012.html#LeeCL12

Donghwan Lee Jihoon Choi Wonjun Lee 0001 OFSA: Optimum Frame-Slotted Aloha for RFID Tag Collision Arbitration. 1929-1945 2011 5 KSII Trans. Internet Inf. Syst. 11 https://doi.org/10.3837/tiis.2011.11.003 db/journals/itiis/itiis5.html#LeeCL11

Heechai Kang Kyungho Ryu Donghwan Lee Won Lee SuHo Kim JongRyun Choi Seong-Ook Jung Process variation tolerant all-digital multiphase DLL for DDR3 interface. 1-4 2010 CICC https://doi.org/10.1109/CICC.2010.5617474 conf/cicc/2010 db/conf/cicc/cicc2010.html#KangRLLKCJ10

Donghwan Lee Jin-Ghoo Choi Changhee Joo Saewoong Bahk Hierarchical Markov chain analysis of an adaptive bandwidth reservation algorithm in wireless communication systems. 573-585 2008 65 Perform. Evaluation 8 https://doi.org/10.1016/j.peva.2007.10.005 db/journals/pe/pe65.html#LeeCJB08

Donghwan Lee Jihoon Choi Kyunghwi Kim Wonjun Lee 0001 Choonhwa Lee Optimal transmission policies for MOT in T-DMB. 1031-1033 2007 11 IEEE Commun. Lett. 12 https://doi.org/10.1109/LCOMM.2007.070617 db/journals/icl/icl11.html#LeeCKLL07

Jihoon Choi Donghwan Lee Jieun Yu Kyunghwi Kim Wonjun Lee 0001 On the Calculation of the Maximal MOT Throughput in T-DMB. 877-884 2007 53 IEEE Trans. Consumer Electron. 3 https://doi.org/10.1109/TCE.2007.4341560 db/journals/tce/tce53.html#ChoiLYKL07

Donghwan Lee Wonjun Lee 0001 Joongheon Kim Genetic Algorithmic Topology Control for Two-Tiered Wireless Sensor Networks. 385-392 2007 conf/iccS/2007-4 International Conference on Computational Science (4) https://doi.org/10.1007/978-3-540-72590-9_53 db/conf/iccS/iccS2007-4.html#LeeLK07 Donghwan Lee Kyungkyu Kim Wonjun Lee 0001 Q+-Algorithm : An Enhanced RFID Tag Collision Arbitration Algorithm. 23-32 2007 conf/uic/2007 UIC https://doi.org/10.1007/978-3-540-73549-6_3 db/conf/uic/uic2007.html#LeeKL07 Wonjun Lee 0001 Eunkyo Kim Jieun Yu Donghwan Lee Jihoon Choi Joongheon Kim Christian K. Shin UbiComm: An Adaptive Vertical Handoff Decision Scheme for Heterogeneous Wireless Networks. 344-356 2006 conf/ucs/2006 UCS https://doi.org/10.1007/11890348_26 db/conf/ucs/ucs2006.html#LeeKYLCKS06

Joonhwan Kim Donghwan Lee Saewoong Bahk Performance analysis of alternate routing with trunk reservation in multirate switched networks. 1665-1672 2002 25 Comput. Commun. 17 https://doi.org/10.1016/S0140-3664(02)00052-X db/journals/comcom/comcom25.html#KimLB02

Myung Kil Ahn Kyounghwan An Muhammad Latif Anjum Saewoong Bahk Hamsa Bastani Yohann Cabon Gichun Cha Min Young Chang Huaiyu Chen Jung Hee Cheon Jin-Hee Cho Yeongkyu Cho Hyeongmin Choe Jaehoon Choi Jihoon Choi Jin-Ghoo Choi JongRyun Choi Joohwan Chun Heechan Chung Paulo C. G. CostaPaulo Costa 0003 Gabriela Csurka Edgar Dobriban Simon Yusuf Enoch Jair Feldens Ferrari Aditya Gahlawat Nicolas Guérin Cheolho Han Seyed Hamed HassaniHamed Hassani Sunghoon Hong Naira Hovakimyan Xinmeng Huang Zhibin Huang Martin Humenberger Irfan Hussain Muhammad Wajahat HussainWajahat Hussain Jaejoon Hwang Minho Hwang Sung Soo Hwang Youngjoo Hyun Yeeun Im Jisoo Jang Won-Woo JangWonwoo Jang Hyewon Jeong Narim Jeong Sanghyun Jo Changhee Joo Dong-Hoon Jung Dongki Jung Euigon Jung Eunji Jung Hyunggu Jung Seong-Ook Jung Youngdong Jung Heechai Kang Byeongjin Kim Changick Kim Deokhwa Kim Dong Seong Kim 0001 Donghwa Kim 0002 Eunkyo Kim Geunhee Kim Hyungjun Kim Jinsoo Kim Jinwoo Kim Joongheon Kim Joonhwan Kim Kookjin Kim Kyunghwi Kim Kyungkyu Kim Kyungsu Kim Sangwook Kim Seungjoo Kim SuHo Kim Taeyoung KimTae-Young Kim Wooju Kim Youngji Kim Hyukjin Kwon Obin Kwon Changwon Lee Choonhwa Lee Jaeil Lee Jihye Lee Sang Jun Lee Seongkee Lee Suhyeon Lee 0001 Suhyeon Lee 0008 Taeho Lee Taejae Lee Won Lee Wonjun Lee 0001 Yonghan Lee 0001 Yongjoon Lee Han-Dong Lim Hyungtae Lim Kehan Long Nahyeon Maeng Dinesh Manocha Michael Bekele Maru Shou Matsumoto Behrad Moniri Chanyu Moon Chun Yong Moon Hyun Myung Kanwal Naveed Dieu-Huyen Nguyen Hayeon O Haengrok Oh Seong Je Oh Songhwai Oh Youngmin Oh Ricardo C. L. F. Oliveira Bum Geun Park Bumgeun Park Jongchan Park Junhyun Park Mingyu Park Moosung Park Seunghee Park Pedro L. D. Peres Noé Pion Yara Quilles-Marinho Kyungho Ryu Soohyun RyuSoo-Hyun Ryu Torsten Sattler Christian K. Shin Dongil Shin Dongkyoo Shin Yongha Son Ashrith Reddy Thukkaraju Kassahun Demissie Tola Philippe Weinzaepfel Kan Xu Hyukjun Yang Suyong Yeon Taewon Yoo Han Jun Yoon Hyung-Jin Yoon Sukjoon Yoon Jieun Yu Jaeseong Yun Heling Zhang